Dataset info
| Number of variables | 51 |
|---|---|
| Number of observations | 307 |
| Missing cells | 0 (0.0%) |
| Duplicate rows | 0 (0.0%) |
| Total size in memory | 116.1 KiB |
| Average record size in memory | 387.4 B |
Variables types
| Numeric | 24 |
|---|---|
| Categorical | 7 |
| Boolean | 6 |
| Date | 0 |
| URL | 0 |
| Text (Unique) | 0 |
| Rejected | 13 |
| Unsupported | 0 |
Warnings
bloc_count has 33 (10.7%) zeros | Zeros |
cdat_count has 279 (90.9%) zeros | Zeros |
cdct_count has 244 (79.5%) zeros | Zeros |
cddt_count has 278 (90.6%) zeros | Zeros |
cdgt_count has constant value "0" | Rejected |
cdnt_count has 139 (45.3%) zeros | Zeros |
cdrt_count is highly correlated with cdct_count (ρ = 0.924397093) | Rejected |
cloc_count has 187 (60.9%) zeros | Zeros |
nc_count has 274 (89.3%) zeros | Zeros |
nc_max has 274 (89.3%) zeros | Zeros |
nc_mean is highly correlated with nc_max (ρ = 0.9003434416) | Rejected |
nc_median is highly correlated with nc_mean (ρ = 0.9640511455) | Rejected |
nco_count has 238 (77.5%) zeros | Zeros |
ngc_count has 184 (59.9%) zeros | Zeros |
ngp_count has 139 (45.3%) zeros | Zeros |
ngro_count has 301 (98.0%) zeros | Zeros |
ni_count has 123 (40.1%) zeros | Zeros |
nif_count has 285 (92.8%) zeros | Zeros |
ninp_count has 265 (86.3%) zeros | Zeros |
ninpc_count has 301 (98.0%) zeros | Zeros |
nkeys_count is highly correlated with loc_count (ρ = 0.9935569704) | Rejected |
nn_count has 196 (63.8%) zeros | Zeros |
nnt_count has 196 (63.8%) zeros | Zeros |
np_count has constant value "0" | Rejected |
np_max has constant value "0" | Rejected |
np_mean has constant value "0" | Rejected |
np_median has constant value "0.0" | Rejected |
np_min has constant value "0" | Rejected |
nr_count has constant value "0" | Rejected |
nrq_count has 208 (67.8%) zeros | Zeros |
nrt_count has constant value "0" | Rejected |
nsh_count has 273 (88.9%) zeros | Zeros |
ntkn_count is highly correlated with nkeys_count (ρ = 0.9491002468) | Rejected |
nw_count has 291 (94.8%) zeros | Zeros |
bloc_count
Numeric
| Distinct count | 30 |
|---|---|
| Unique (%) | 9.8% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 7.511400651 |
|---|---|
| Minimum | 0 |
| Maximum | 95 |
| Zeros (%) | 10.7% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 3 |
| Median | 5 |
| Q3 | 8 |
| 95-th percentile | 20.7 |
| Maximum | 95 |
| Range | 95 |
| Interquartile range | 5 |
Descriptive statistics
| Standard deviation | 11.8026681 |
|---|---|
| Coef of variation | 1.571300566 |
| Kurtosis | 34.00507667 |
| Mean | 7.511400651 |
| MAD | 5.713927999 |
| Skewness | 5.311187604 |
| Sum | 2306 |
| Variance | 139.3029742 |
| Memory size | 2.5 KiB |
| Value | Count | Frequency (%) | |
| 4 | 59 | 19.2% | |
| 5 | 37 | 12.1% | |
| 0 | 33 | 10.7% | |
| 2 | 23 | 7.5% | |
| 6 | 22 | 7.2% | |
| 7 | 22 | 7.2% | |
| 3 | 22 | 7.2% | |
| 8 | 17 | 5.5% | |
| 10 | 11 | 3.6% | |
| 1 | 9 | 2.9% | |
| Other values (20) | 52 | 16.9% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 33 | 10.7% | |
| 1 | 9 | 2.9% | |
| 2 | 23 | 7.5% | |
| 3 | 22 | 7.2% | |
| 4 | 59 | 19.2% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 95 | 2 | 0.7% | |
| 94 | 1 | 0.3% | |
| 85 | 1 | 0.3% | |
| 43 | 1 | 0.3% | |
| 38 | 2 | 0.7% |
cdat_count
Numeric
| Distinct count | 5 |
|---|---|
| Unique (%) | 1.6% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 0.1824104235 |
|---|---|
| Minimum | 0 |
| Maximum | 4 |
| Zeros (%) | 90.9% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 0 |
| Q3 | 0 |
| 95-th percentile | 1 |
| Maximum | 4 |
| Range | 4 |
| Interquartile range | 0 |
Descriptive statistics
| Standard deviation | 0.69023302 |
|---|---|
| Coef of variation | 3.78395602 |
| Kurtosis | 20.63056867 |
| Mean | 0.1824104235 |
| MAD | 0.3315472843 |
| Skewness | 4.484927028 |
| Sum | 56 |
| Variance | 0.4764216219 |
| Memory size | 2.5 KiB |
| Value | Count | Frequency (%) | |
| 0 | 279 | 90.9% | |
| 1 | 15 | 4.9% | |
| 4 | 7 | 2.3% | |
| 2 | 5 | 1.6% | |
| 3 | 1 | 0.3% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 279 | 90.9% | |
| 1 | 15 | 4.9% | |
| 2 | 5 | 1.6% | |
| 3 | 1 | 0.3% | |
| 4 | 7 | 2.3% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 4 | 7 | 2.3% | |
| 3 | 1 | 0.3% | |
| 2 | 5 | 1.6% | |
| 1 | 15 | 4.9% | |
| 0 | 279 | 90.9% |
cdct_count
Numeric
| Distinct count | 6 |
|---|---|
| Unique (%) | 2.0% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 0.5667752443 |
|---|---|
| Minimum | 0 |
| Maximum | 7 |
| Zeros (%) | 79.5% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 0 |
| Q3 | 0 |
| 95-th percentile | 5 |
| Maximum | 7 |
| Range | 7 |
| Interquartile range | 0 |
Descriptive statistics
| Standard deviation | 1.440974964 |
|---|---|
| Coef of variation | 2.542409851 |
| Kurtosis | 6.711211394 |
| Mean | 0.5667752443 |
| MAD | 0.9009326359 |
| Skewness | 2.800945657 |
| Sum | 174 |
| Variance | 2.076408848 |
| Memory size | 2.5 KiB |
| Value | Count | Frequency (%) | |
| 0 | 244 | 79.5% | |
| 1 | 30 | 9.8% | |
| 5 | 19 | 6.2% | |
| 2 | 9 | 2.9% | |
| 6 | 4 | 1.3% | |
| 7 | 1 | 0.3% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 244 | 79.5% | |
| 1 | 30 | 9.8% | |
| 2 | 9 | 2.9% | |
| 5 | 19 | 6.2% | |
| 6 | 4 | 1.3% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 7 | 1 | 0.3% | |
| 6 | 4 | 1.3% | |
| 5 | 19 | 6.2% | |
| 2 | 9 | 2.9% | |
| 1 | 30 | 9.8% |
cddt_count
Numeric
| Distinct count | 5 |
|---|---|
| Unique (%) | 1.6% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 0.2280130293 |
|---|---|
| Minimum | 0 |
| Maximum | 4 |
| Zeros (%) | 90.6% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 0 |
| Q3 | 0 |
| 95-th percentile | 2.7 |
| Maximum | 4 |
| Range | 4 |
| Interquartile range | 0 |
Descriptive statistics
| Standard deviation | 0.7839048561 |
|---|---|
| Coef of variation | 3.437982726 |
| Kurtosis | 12.01803298 |
| Mean | 0.2280130293 |
| MAD | 0.4129486785 |
| Skewness | 3.589993152 |
| Sum | 70 |
| Variance | 0.6145068234 |
| Memory size | 2.5 KiB |
| Value | Count | Frequency (%) | |
| 0 | 278 | 90.6% | |
| 3 | 11 | 3.6% | |
| 1 | 9 | 2.9% | |
| 4 | 5 | 1.6% | |
| 2 | 4 | 1.3% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 278 | 90.6% | |
| 1 | 9 | 2.9% | |
| 2 | 4 | 1.3% | |
| 3 | 11 | 3.6% | |
| 4 | 5 | 1.6% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 4 | 5 | 1.6% | |
| 3 | 11 | 3.6% | |
| 2 | 4 | 1.3% | |
| 1 | 9 | 2.9% | |
| 0 | 278 | 90.6% |
cdgt_count
Constant
This variable is constant and should be ignored for analysis
| Constant value | 0 |
|---|
cdit_count
Boolean
| Distinct count | 2 |
|---|---|
| Unique (%) | 0.7% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| 0 | |
|---|---|
| 1 | 2 |
| Value | Count | Frequency (%) | |
| 0 | 305 | 99.3% | |
| 1 | 2 | 0.7% |
cdnt_count
Numeric
| Distinct count | 10 |
|---|---|
| Unique (%) | 3.3% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 1.35504886 |
|---|---|
| Minimum | 0 |
| Maximum | 16 |
| Zeros (%) | 45.3% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 1 |
| Q3 | 2 |
| 95-th percentile | 5 |
| Maximum | 16 |
| Range | 16 |
| Interquartile range | 2 |
Descriptive statistics
| Standard deviation | 2.660716201 |
|---|---|
| Coef of variation | 1.963557388 |
| Kurtosis | 17.76883728 |
| Mean | 1.35504886 |
| MAD | 1.423654362 |
| Skewness | 4.030106012 |
| Sum | 416 |
| Variance | 7.0794107 |
| Memory size | 2.5 KiB |
| Value | Count | Frequency (%) | |
| 0 | 139 | 45.3% | |
| 1 | 85 | 27.7% | |
| 2 | 54 | 17.6% | |
| 3 | 7 | 2.3% | |
| 15 | 6 | 2.0% | |
| 5 | 5 | 1.6% | |
| 4 | 4 | 1.3% | |
| 9 | 3 | 1.0% | |
| 16 | 2 | 0.7% | |
| 6 | 2 | 0.7% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 139 | 45.3% | |
| 1 | 85 | 27.7% | |
| 2 | 54 | 17.6% | |
| 3 | 7 | 2.3% | |
| 4 | 4 | 1.3% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 16 | 2 | 0.7% | |
| 15 | 6 | 2.0% | |
| 9 | 3 | 1.0% | |
| 6 | 2 | 0.7% | |
| 5 | 5 | 1.6% |
cdpt_count
Categorical
| Distinct count | 4 |
|---|---|
| Unique (%) | 1.3% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| 0 | |
|---|---|
| 3 | 1 |
| 2 | 1 |
| Value | Count | Frequency (%) | |
| 0 | 304 | 99.0% | |
| 3 | 1 | 0.3% | |
| 2 | 1 | 0.3% | |
| 1 | 1 | 0.3% |
| Max length | 1 |
|---|---|
| Mean length | 1 |
| Min length | 1 |
| Contains chars | False |
| Contains digits | True |
| Contains spaces | False |
| Contains non-words | False |
cdrt_count
Highly correlated
This variable is highly correlated with cdct_count and should be ignored for analysis
| Correlation | 0.924397093 |
|---|
cloc_count
Numeric
| Distinct count | 26 |
|---|---|
| Unique (%) | 8.5% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 2.876221498 |
|---|---|
| Minimum | 0 |
| Maximum | 64 |
| Zeros (%) | 60.9% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 0 |
| Q3 | 1.5 |
| 95-th percentile | 12.7 |
| Maximum | 64 |
| Range | 64 |
| Interquartile range | 1.5 |
Descriptive statistics
| Standard deviation | 8.038163957 |
|---|---|
| Coef of variation | 2.794695736 |
| Kurtosis | 26.19334485 |
| Mean | 2.876221498 |
| MAD | 4.080892105 |
| Skewness | 4.799153707 |
| Sum | 883 |
| Variance | 64.61207979 |
| Memory size | 2.5 KiB |
| Value | Count | Frequency (%) | |
| 0 | 187 | 60.9% | |
| 1 | 43 | 14.0% | |
| 3 | 13 | 4.2% | |
| 4 | 13 | 4.2% | |
| 2 | 9 | 2.9% | |
| 10 | 9 | 2.9% | |
| 9 | 6 | 2.0% | |
| 7 | 3 | 1.0% | |
| 18 | 3 | 1.0% | |
| 11 | 2 | 0.7% | |
| Other values (16) | 19 | 6.2% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 187 | 60.9% | |
| 1 | 43 | 14.0% | |
| 2 | 9 | 2.9% | |
| 3 | 13 | 4.2% | |
| 4 | 13 | 4.2% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 64 | 1 | 0.3% | |
| 52 | 1 | 0.3% | |
| 50 | 1 | 0.3% | |
| 47 | 1 | 0.3% | |
| 46 | 1 | 0.3% |
cluster_prediction
Categorical
| Distinct count | 3 |
|---|---|
| Unique (%) | 1.0% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| 0 | |
|---|---|
| 1 | |
| 2 | 12 |
| Value | Count | Frequency (%) | |
| 0 | 166 | 54.1% | |
| 1 | 129 | 42.0% | |
| 2 | 12 | 3.9% |
| Max length | 1 |
|---|---|
| Mean length | 1 |
| Min length | 1 |
| Contains chars | False |
| Contains digits | True |
| Contains spaces | False |
| Contains non-words | False |
df_index
Path
| Distinct count | 307 |
|---|---|
| Unique (%) | 100.0% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Common prefix | C:\Users\s145559\OneDrive - TU Eindhoven\School\JADS\Jaar 2\Thesis\RADON PROJECT\Data\1. Total Examples\ |
| Value | Count | Frequency (%) | |
| C:\Users\s145559\OneDrive - TU Eindhoven\School\JADS\Jaar 2\Thesis\RADON PROJECT\Data\\1. Total Examples\snapshot.yaml | 1 | 0.3% | |
| C:\Users\s145559\OneDrive - TU Eindhoven\School\JADS\Jaar 2\Thesis\RADON PROJECT\Data\\1. Total Examples\dependency-transitive.yml | 1 | 0.3% | |
| C:\Users\s145559\OneDrive - TU Eindhoven\School\JADS\Jaar 2\Thesis\RADON PROJECT\Data\\1. Total Examples\test-recovery-capa-requirement-deleted-types (2).yml | 1 | 0.3% | |
| C:\Users\s145559\OneDrive - TU Eindhoven\School\JADS\Jaar 2\Thesis\RADON PROJECT\Data\\1. Total Examples\node-type.yml | 1 | 0.3% | |
| C:\Users\s145559\OneDrive - TU Eindhoven\School\JADS\Jaar 2\Thesis\RADON PROJECT\Data\\1. Total Examples\tosca-data-types-error4.yml | 1 | 0.3% | |
| C:\Users\s145559\OneDrive - TU Eindhoven\School\JADS\Jaar 2\Thesis\RADON PROJECT\Data\\1. Total Examples\mock-resources-matching-config.yml | 1 | 0.3% | |
| C:\Users\s145559\OneDrive - TU Eindhoven\School\JADS\Jaar 2\Thesis\RADON PROJECT\Data\\1. Total Examples\descriptions.yaml | 1 | 0.3% | |
| C:\Users\s145559\OneDrive - TU Eindhoven\School\JADS\Jaar 2\Thesis\RADON PROJECT\Data\\1. Total Examples\blueprint (2).yaml | 1 | 0.3% | |
| C:\Users\s145559\OneDrive - TU Eindhoven\School\JADS\Jaar 2\Thesis\RADON PROJECT\Data\\1. Total Examples\ubuntu-types.yml | 1 | 0.3% | |
| C:\Users\s145559\OneDrive - TU Eindhoven\School\JADS\Jaar 2\Thesis\RADON PROJECT\Data\\1. Total Examples\tosca-topology-template-customtypes.yml | 1 | 0.3% | |
| Other values (297) | 297 | 96.7% |
| Value | Count | Frequency (%) | |
| test-recovery-capa-requirement-deleted-types | 2 | 0.7% | |
| test-recovery-reltype-deleted-types | 2 | 0.7% | |
| types | 2 | 0.7% | |
| test-recovery-bound-reached-types | 2 | 0.7% | |
| service-template | 2 | 0.7% | |
| test-topo-recovery-types | 2 | 0.7% | |
| test-recovery-nodetype-deleted-types | 2 | 0.7% | |
| sample-application | 2 | 0.7% | |
| types (2) | 2 | 0.7% | |
| input_artifact | 2 | 0.7% | |
| Other values (287) | 287 | 93.5% |
| Value | Count | Frequency (%) | |
| constraint-sample.yml | 1 | 0.3% | |
| inputs_mapping_with_variables.yml | 1 | 0.3% | |
| apache-type (6).yml | 1 | 0.3% | |
| java-types (9).yaml | 1 | 0.3% | |
| 03-simple2nodesLinked.yml | 1 | 0.3% | |
| apache-type (3).yml | 1 | 0.3% | |
| substitution_mapping_service_relationship.yml | 1 | 0.3% | |
| tosca-topology-template-workflow-relationship-operation.yml | 1 | 0.3% | |
| nginx.yaml | 1 | 0.3% | |
| input.yaml | 1 | 0.3% | |
| Other values (297) | 297 | 96.7% |
| Value | Count | Frequency (%) | |
| .yml | 185 | 60.3% | |
| .yaml | 122 | 39.7% |
| Value | Count | Frequency (%) | |
| C:\Users\s145559\OneDrive - TU Eindhoven\School\JADS\Jaar 2\Thesis\RADON PROJECT\Data\1. Total Examples | 307 | 100.0% |
dpt_count
Numeric
| Distinct count | 11 |
|---|---|
| Unique (%) | 3.6% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 5.57980456 |
|---|---|
| Minimum | 1 |
| Maximum | 11 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 5 |
| Median | 6 |
| Q3 | 7 |
| 95-th percentile | 9 |
| Maximum | 11 |
| Range | 10 |
| Interquartile range | 2 |
Descriptive statistics
| Standard deviation | 2.020155618 |
|---|---|
| Coef of variation | 0.3620477377 |
| Kurtosis | 0.1216324334 |
| Mean | 5.57980456 |
| MAD | 1.573894683 |
| Skewness | -0.4221358516 |
| Sum | 1713 |
| Variance | 4.08102872 |
| Memory size | 2.5 KiB |
| Value | Count | Frequency (%) | |
| 5 | 70 | 22.8% | |
| 6 | 65 | 21.2% | |
| 7 | 58 | 18.9% | |
| 8 | 28 | 9.1% | |
| 4 | 25 | 8.1% | |
| 1 | 17 | 5.5% | |
| 2 | 14 | 4.6% | |
| 3 | 13 | 4.2% | |
| 9 | 12 | 3.9% | |
| 10 | 4 | 1.3% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 1 | 17 | 5.5% | |
| 2 | 14 | 4.6% | |
| 3 | 13 | 4.2% | |
| 4 | 25 | 8.1% | |
| 5 | 70 | 22.8% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 11 | 1 | 0.3% | |
| 10 | 4 | 1.3% | |
| 9 | 12 | 3.9% | |
| 8 | 28 | 9.1% | |
| 7 | 58 | 18.9% |
etp_count
Numeric
| Distinct count | 170 |
|---|---|
| Unique (%) | 55.4% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 5.172312704 |
|---|---|
| Minimum | 1 |
| Maximum | 7.63 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 3.32 |
| Q1 | 4.665 |
| Median | 5.24 |
| Q3 | 5.9 |
| 95-th percentile | 6.972 |
| Maximum | 7.63 |
| Range | 6.63 |
| Interquartile range | 1.235 |
Descriptive statistics
| Standard deviation | 1.204008634 |
|---|---|
| Coef of variation | 0.232779552 |
| Kurtosis | 2.659743633 |
| Mean | 5.172312704 |
| MAD | 0.8414277075 |
| Skewness | -1.016263739 |
| Sum | 1587.9 |
| Variance | 1.449636791 |
| Memory size | 2.5 KiB |
| Value | Count | Frequency (%) | |
| 5.23 | 8 | 2.6% | |
| 1 | 8 | 2.6% | |
| 4.18 | 7 | 2.3% | |
| 5.07 | 7 | 2.3% | |
| 5.47 | 6 | 2.0% | |
| 5.27 | 5 | 1.6% | |
| 5.62 | 5 | 1.6% | |
| 4.09 | 5 | 1.6% | |
| 5.51 | 5 | 1.6% | |
| 4.32 | 5 | 1.6% | |
| Other values (160) | 246 | 80.1% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 1 | 8 | 2.6% | |
| 1.84 | 1 | 0.3% | |
| 2 | 1 | 0.3% | |
| 2.12 | 1 | 0.3% | |
| 2.32 | 1 | 0.3% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 7.63 | 1 | 0.3% | |
| 7.62 | 1 | 0.3% | |
| 7.61 | 3 | 1.0% | |
| 7.6 | 1 | 0.3% | |
| 7.54 | 1 | 0.3% |
loc_count
Numeric
| Distinct count | 117 |
|---|---|
| Unique (%) | 38.1% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 63.26058632 |
|---|---|
| Minimum | 1 |
| Maximum | 443 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 5 |
| Q1 | 17 |
| Median | 33 |
| Q3 | 74 |
| 95-th percentile | 263.9 |
| Maximum | 443 |
| Range | 442 |
| Interquartile range | 57 |
Descriptive statistics
| Standard deviation | 79.15796966 |
|---|---|
| Coef of variation | 1.251299968 |
| Kurtosis | 6.838041459 |
| Mean | 63.26058632 |
| MAD | 52.57034027 |
| Skewness | 2.532024247 |
| Sum | 19421 |
| Variance | 6265.98416 |
| Memory size | 2.5 KiB |
| Value | Count | Frequency (%) | |
| 14 | 13 | 4.2% | |
| 15 | 11 | 3.6% | |
| 18 | 10 | 3.3% | |
| 26 | 10 | 3.3% | |
| 17 | 9 | 2.9% | |
| 1 | 8 | 2.6% | |
| 22 | 7 | 2.3% | |
| 19 | 7 | 2.3% | |
| 46 | 7 | 2.3% | |
| 28 | 7 | 2.3% | |
| Other values (107) | 218 | 71.0% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 1 | 8 | 2.6% | |
| 2 | 2 | 0.7% | |
| 3 | 3 | 1.0% | |
| 4 | 2 | 0.7% | |
| 5 | 2 | 0.7% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 443 | 1 | 0.3% | |
| 433 | 1 | 0.3% | |
| 424 | 1 | 0.3% | |
| 383 | 1 | 0.3% | |
| 342 | 1 | 0.3% |
na_count
Categorical
| Distinct count | 4 |
|---|---|
| Unique (%) | 1.3% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| 0 | |
|---|---|
| 1 | 18 |
| 2 | 4 |
| Value | Count | Frequency (%) | |
| 0 | 283 | 92.2% | |
| 1 | 18 | 5.9% | |
| 2 | 4 | 1.3% | |
| 6 | 2 | 0.7% |
| Max length | 1 |
|---|---|
| Mean length | 1 |
| Min length | 1 |
| Contains chars | False |
| Contains digits | True |
| Contains spaces | False |
| Contains non-words | False |
nc_count
Numeric
| Distinct count | 9 |
|---|---|
| Unique (%) | 2.9% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 0.348534202 |
|---|---|
| Minimum | 0 |
| Maximum | 12 |
| Zeros (%) | 89.3% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 0 |
| Q3 | 0 |
| 95-th percentile | 2 |
| Maximum | 12 |
| Range | 12 |
| Interquartile range | 0 |
Descriptive statistics
| Standard deviation | 1.383500864 |
|---|---|
| Coef of variation | 3.969483789 |
| Kurtosis | 37.71680225 |
| Mean | 0.348534202 |
| MAD | 0.6221392269 |
| Skewness | 5.668719829 |
| Sum | 107 |
| Variance | 1.914074642 |
| Memory size | 2.5 KiB |
| Value | Count | Frequency (%) | |
| 0 | 274 | 89.3% | |
| 1 | 11 | 3.6% | |
| 2 | 8 | 2.6% | |
| 3 | 5 | 1.6% | |
| 6 | 3 | 1.0% | |
| 12 | 2 | 0.7% | |
| 7 | 2 | 0.7% | |
| 4 | 1 | 0.3% | |
| 5 | 1 | 0.3% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 274 | 89.3% | |
| 1 | 11 | 3.6% | |
| 2 | 8 | 2.6% | |
| 3 | 5 | 1.6% | |
| 4 | 1 | 0.3% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 12 | 2 | 0.7% | |
| 7 | 2 | 0.7% | |
| 6 | 3 | 1.0% | |
| 5 | 1 | 0.3% | |
| 4 | 1 | 0.3% |
nc_max
Numeric
| Distinct count | 5 |
|---|---|
| Unique (%) | 1.6% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 0.1921824104 |
|---|---|
| Minimum | 0 |
| Maximum | 4 |
| Zeros (%) | 89.3% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 0 |
| Q3 | 0 |
| 95-th percentile | 2 |
| Maximum | 4 |
| Range | 4 |
| Interquartile range | 0 |
Descriptive statistics
| Standard deviation | 0.609460379 |
|---|---|
| Coef of variation | 3.171259938 |
| Kurtosis | 12.06697826 |
| Mean | 0.1921824104 |
| MAD | 0.3430487326 |
| Skewness | 3.447940634 |
| Sum | 59 |
| Variance | 0.3714419535 |
| Memory size | 2.5 KiB |
| Value | Count | Frequency (%) | |
| 0 | 274 | 89.3% | |
| 2 | 15 | 4.9% | |
| 1 | 13 | 4.2% | |
| 3 | 4 | 1.3% | |
| 4 | 1 | 0.3% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 274 | 89.3% | |
| 1 | 13 | 4.2% | |
| 2 | 15 | 4.9% | |
| 3 | 4 | 1.3% | |
| 4 | 1 | 0.3% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 4 | 1 | 0.3% | |
| 3 | 4 | 1.3% | |
| 2 | 15 | 4.9% | |
| 1 | 13 | 4.2% | |
| 0 | 274 | 89.3% |
nc_mean
Highly correlated
This variable is highly correlated with nc_max and should be ignored for analysis
| Correlation | 0.9003434416 |
|---|
nc_median
Highly correlated
This variable is highly correlated with nc_mean and should be ignored for analysis
| Correlation | 0.9640511455 |
|---|
nc_min
Categorical
| Distinct count | 4 |
|---|---|
| Unique (%) | 1.3% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| 0 | |
|---|---|
| 1 | 13 |
| 3 | 2 |
| Value | Count | Frequency (%) | |
| 0 | 291 | 94.8% | |
| 1 | 13 | 4.2% | |
| 3 | 2 | 0.7% | |
| 2 | 1 | 0.3% |
| Max length | 3 |
|---|---|
| Mean length | 3 |
| Min length | 3 |
| Contains chars | False |
| Contains digits | True |
| Contains spaces | False |
| Contains non-words | True |
nco_count
Numeric
| Distinct count | 8 |
|---|---|
| Unique (%) | 2.6% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 0.8208469055 |
|---|---|
| Minimum | 0 |
| Maximum | 16 |
| Zeros (%) | 77.5% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 0 |
| Q3 | 0 |
| 95-th percentile | 6 |
| Maximum | 16 |
| Range | 16 |
| Interquartile range | 0 |
Descriptive statistics
| Standard deviation | 2.278878996 |
|---|---|
| Coef of variation | 2.77625338 |
| Kurtosis | 20.00653534 |
| Mean | 0.8208469055 |
| MAD | 1.272713769 |
| Skewness | 4.079865483 |
| Sum | 252 |
| Variance | 5.193289476 |
| Memory size | 2.5 KiB |
| Value | Count | Frequency (%) | |
| 0 | 238 | 77.5% | |
| 1 | 27 | 8.8% | |
| 2 | 12 | 3.9% | |
| 6 | 11 | 3.6% | |
| 8 | 7 | 2.3% | |
| 3 | 5 | 1.6% | |
| 4 | 4 | 1.3% | |
| 16 | 3 | 1.0% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 238 | 77.5% | |
| 1 | 27 | 8.8% | |
| 2 | 12 | 3.9% | |
| 3 | 5 | 1.6% | |
| 4 | 4 | 1.3% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 16 | 3 | 1.0% | |
| 8 | 7 | 2.3% | |
| 6 | 11 | 3.6% | |
| 4 | 4 | 1.3% | |
| 3 | 5 | 1.6% |
ncys_count
Categorical
| Distinct count | 3 |
|---|---|
| Unique (%) | 1.0% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| 0 | |
|---|---|
| 15 | 1 |
| 1 | 1 |
| Value | Count | Frequency (%) | |
| 0 | 305 | 99.3% | |
| 15 | 1 | 0.3% | |
| 1 | 1 | 0.3% |
| Max length | 2 |
|---|---|
| Mean length | 1.003257329 |
| Min length | 1 |
| Contains chars | False |
| Contains digits | True |
| Contains spaces | False |
| Contains non-words | False |
nf_count
Boolean
| Distinct count | 2 |
|---|---|
| Unique (%) | 0.7% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| 0 | |
|---|---|
| 1 | 4 |
| Value | Count | Frequency (%) | |
| 0 | 303 | 98.7% | |
| 1 | 4 | 1.3% |
ngc_count
Numeric
| Distinct count | 16 |
|---|---|
| Unique (%) | 5.2% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 1.566775244 |
|---|---|
| Minimum | 0 |
| Maximum | 27 |
| Zeros (%) | 59.9% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 0 |
| Q3 | 1 |
| 95-th percentile | 10 |
| Maximum | 27 |
| Range | 27 |
| Interquartile range | 1 |
Descriptive statistics
| Standard deviation | 3.35258222 |
|---|---|
| Coef of variation | 2.139797799 |
| Kurtosis | 14.93530272 |
| Mean | 1.566775244 |
| MAD | 2.051629195 |
| Skewness | 3.405996632 |
| Sum | 481 |
| Variance | 11.23980754 |
| Memory size | 2.5 KiB |
| Value | Count | Frequency (%) | |
| 0 | 184 | 59.9% | |
| 1 | 47 | 15.3% | |
| 2 | 29 | 9.4% | |
| 5 | 10 | 3.3% | |
| 10 | 7 | 2.3% | |
| 3 | 7 | 2.3% | |
| 12 | 4 | 1.3% | |
| 11 | 4 | 1.3% | |
| 4 | 4 | 1.3% | |
| 9 | 3 | 1.0% | |
| Other values (6) | 8 | 2.6% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 184 | 59.9% | |
| 1 | 47 | 15.3% | |
| 2 | 29 | 9.4% | |
| 3 | 7 | 2.3% | |
| 4 | 4 | 1.3% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 27 | 1 | 0.3% | |
| 18 | 1 | 0.3% | |
| 16 | 1 | 0.3% | |
| 13 | 1 | 0.3% | |
| 12 | 4 | 1.3% |
ngp_count
Numeric
| Distinct count | 29 |
|---|---|
| Unique (%) | 9.4% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 5.374592834 |
|---|---|
| Minimum | 0 |
| Maximum | 87 |
| Zeros (%) | 45.3% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 1 |
| Q3 | 7 |
| 95-th percentile | 27.1 |
| Maximum | 87 |
| Range | 87 |
| Interquartile range | 7 |
Descriptive statistics
| Standard deviation | 10.32699392 |
|---|---|
| Coef of variation | 1.921446747 |
| Kurtosis | 17.56120264 |
| Mean | 5.374592834 |
| MAD | 6.538509692 |
| Skewness | 3.564685745 |
| Sum | 1650 |
| Variance | 106.6468033 |
| Memory size | 2.5 KiB |
| Value | Count | Frequency (%) | |
| 0 | 139 | 45.3% | |
| 1 | 33 | 10.7% | |
| 3 | 18 | 5.9% | |
| 2 | 17 | 5.5% | |
| 10 | 14 | 4.6% | |
| 8 | 11 | 3.6% | |
| 6 | 10 | 3.3% | |
| 4 | 8 | 2.6% | |
| 9 | 8 | 2.6% | |
| 17 | 6 | 2.0% | |
| Other values (19) | 43 | 14.0% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 139 | 45.3% | |
| 1 | 33 | 10.7% | |
| 2 | 17 | 5.5% | |
| 3 | 18 | 5.9% | |
| 4 | 8 | 2.6% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 87 | 1 | 0.3% | |
| 56 | 2 | 0.7% | |
| 46 | 2 | 0.7% | |
| 41 | 1 | 0.3% | |
| 38 | 1 | 0.3% |
ngro_count
Numeric
| Distinct count | 5 |
|---|---|
| Unique (%) | 1.6% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 0.05537459283 |
|---|---|
| Minimum | 0 |
| Maximum | 7 |
| Zeros (%) | 98.0% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 7 |
| Range | 7 |
| Interquartile range | 0 |
Descriptive statistics
| Standard deviation | 0.5114973275 |
|---|---|
| Coef of variation | 9.237039974 |
| Kurtosis | 140.1313868 |
| Mean | 0.05537459283 |
| MAD | 0.1085847065 |
| Skewness | 11.44576853 |
| Sum | 17 |
| Variance | 0.2616295161 |
| Memory size | 2.5 KiB |
| Value | Count | Frequency (%) | |
| 0 | 301 | 98.0% | |
| 1 | 3 | 1.0% | |
| 7 | 1 | 0.3% | |
| 5 | 1 | 0.3% | |
| 2 | 1 | 0.3% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 301 | 98.0% | |
| 1 | 3 | 1.0% | |
| 2 | 1 | 0.3% | |
| 5 | 1 | 0.3% | |
| 7 | 1 | 0.3% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 7 | 1 | 0.3% | |
| 5 | 1 | 0.3% | |
| 2 | 1 | 0.3% | |
| 1 | 3 | 1.0% | |
| 0 | 301 | 98.0% |
ni_count
Numeric
| Distinct count | 9 |
|---|---|
| Unique (%) | 2.9% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 1.019543974 |
|---|---|
| Minimum | 0 |
| Maximum | 14 |
| Zeros (%) | 40.1% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 1 |
| Q3 | 1 |
| 95-th percentile | 4 |
| Maximum | 14 |
| Range | 14 |
| Interquartile range | 1 |
Descriptive statistics
| Standard deviation | 1.552862354 |
|---|---|
| Coef of variation | 1.523095025 |
| Kurtosis | 29.82695363 |
| Mean | 1.019543974 |
| MAD | 0.8336427973 |
| Skewness | 4.463183086 |
| Sum | 313 |
| Variance | 2.411381491 |
| Memory size | 2.5 KiB |
| Value | Count | Frequency (%) | |
| 1 | 131 | 42.7% | |
| 0 | 123 | 40.1% | |
| 2 | 21 | 6.8% | |
| 3 | 15 | 4.9% | |
| 4 | 12 | 3.9% | |
| 5 | 2 | 0.7% | |
| 10 | 1 | 0.3% | |
| 14 | 1 | 0.3% | |
| 13 | 1 | 0.3% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 123 | 40.1% | |
| 1 | 131 | 42.7% | |
| 2 | 21 | 6.8% | |
| 3 | 15 | 4.9% | |
| 4 | 12 | 3.9% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 14 | 1 | 0.3% | |
| 13 | 1 | 0.3% | |
| 10 | 1 | 0.3% | |
| 5 | 2 | 0.7% | |
| 4 | 12 | 3.9% |
nif_count
Numeric
| Distinct count | 7 |
|---|---|
| Unique (%) | 2.3% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 0.1824104235 |
|---|---|
| Minimum | 0 |
| Maximum | 7 |
| Zeros (%) | 92.8% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 0 |
| Q3 | 0 |
| 95-th percentile | 1 |
| Maximum | 7 |
| Range | 7 |
| Interquartile range | 0 |
Descriptive statistics
| Standard deviation | 0.783375085 |
|---|---|
| Coef of variation | 4.294574127 |
| Kurtosis | 33.84372171 |
| Mean | 0.1824104235 |
| MAD | 0.3386773334 |
| Skewness | 5.414895602 |
| Sum | 56 |
| Variance | 0.6136765238 |
| Memory size | 2.5 KiB |
| Value | Count | Frequency (%) | |
| 0 | 285 | 92.8% | |
| 1 | 7 | 2.3% | |
| 3 | 6 | 2.0% | |
| 2 | 5 | 1.6% | |
| 4 | 2 | 0.7% | |
| 7 | 1 | 0.3% | |
| 6 | 1 | 0.3% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 285 | 92.8% | |
| 1 | 7 | 2.3% | |
| 2 | 5 | 1.6% | |
| 3 | 6 | 2.0% | |
| 4 | 2 | 0.7% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 7 | 1 | 0.3% | |
| 6 | 1 | 0.3% | |
| 4 | 2 | 0.7% | |
| 3 | 6 | 2.0% | |
| 2 | 5 | 1.6% |
ninp_count
Numeric
| Distinct count | 18 |
|---|---|
| Unique (%) | 5.9% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 1.651465798 |
|---|---|
| Minimum | 0 |
| Maximum | 53 |
| Zeros (%) | 86.3% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 0 |
| Q3 | 0 |
| 95-th percentile | 6.7 |
| Maximum | 53 |
| Range | 53 |
| Interquartile range | 0 |
Descriptive statistics
| Standard deviation | 6.589679701 |
|---|---|
| Coef of variation | 3.990200529 |
| Kurtosis | 28.45299253 |
| Mean | 1.651465798 |
| MAD | 2.876529194 |
| Skewness | 5.079331755 |
| Sum | 507 |
| Variance | 43.42387856 |
| Memory size | 2.5 KiB |
| Value | Count | Frequency (%) | |
| 0 | 265 | 86.3% | |
| 3 | 7 | 2.3% | |
| 1 | 6 | 2.0% | |
| 2 | 6 | 2.0% | |
| 4 | 5 | 1.6% | |
| 23 | 3 | 1.0% | |
| 33 | 2 | 0.7% | |
| 22 | 2 | 0.7% | |
| 6 | 2 | 0.7% | |
| 7 | 1 | 0.3% | |
| Other values (8) | 8 | 2.6% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 265 | 86.3% | |
| 1 | 6 | 2.0% | |
| 2 | 6 | 2.0% | |
| 3 | 7 | 2.3% | |
| 4 | 5 | 1.6% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 53 | 1 | 0.3% | |
| 51 | 1 | 0.3% | |
| 33 | 2 | 0.7% | |
| 31 | 1 | 0.3% | |
| 30 | 1 | 0.3% |
ninpc_count
Numeric
| Distinct count | 5 |
|---|---|
| Unique (%) | 1.6% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 0.01682953312 |
|---|---|
| Minimum | 0 |
| Maximum | 2 |
| Zeros (%) | 98.0% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 2 |
| Range | 2 |
| Interquartile range | 0 |
Descriptive statistics
| Standard deviation | 0.1412767628 |
|---|---|
| Coef of variation | 8.394574101 |
| Kurtosis | 137.0521502 |
| Mean | 0.01682953312 |
| MAD | 0.03300123432 |
| Skewness | 10.92066663 |
| Sum | 5.166666667 |
| Variance | 0.01995912371 |
| Memory size | 2.5 KiB |
| Value | Count | Frequency (%) | |
| 0 | 301 | 98.0% | |
| 0.5 | 3 | 1.0% | |
| 0.6666666667 | 1 | 0.3% | |
| 1 | 1 | 0.3% | |
| 2 | 1 | 0.3% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 301 | 98.0% | |
| 0.5 | 3 | 1.0% | |
| 0.6666666667 | 1 | 0.3% | |
| 1 | 1 | 0.3% | |
| 2 | 1 | 0.3% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 2 | 1 | 0.3% | |
| 1 | 1 | 0.3% | |
| 0.6666666667 | 1 | 0.3% | |
| 0.5 | 3 | 1.0% | |
| 0 | 301 | 98.0% |
nkeys_count
Highly correlated
This variable is highly correlated with loc_count and should be ignored for analysis
| Correlation | 0.9935569704 |
|---|
nn_count
Numeric
| Distinct count | 11 |
|---|---|
| Unique (%) | 3.6% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 0.8631921824 |
|---|---|
| Minimum | 0 |
| Maximum | 30 |
| Zeros (%) | 63.8% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 0 |
| Q3 | 1 |
| 95-th percentile | 3 |
| Maximum | 30 |
| Range | 30 |
| Interquartile range | 1 |
Descriptive statistics
| Standard deviation | 2.226000599 |
|---|---|
| Coef of variation | 2.578800694 |
| Kurtosis | 97.87378576 |
| Mean | 0.8631921824 |
| MAD | 1.102186761 |
| Skewness | 8.259316265 |
| Sum | 265 |
| Variance | 4.955078666 |
| Memory size | 2.5 KiB |
| Value | Count | Frequency (%) | |
| 0 | 196 | 63.8% | |
| 1 | 50 | 16.3% | |
| 2 | 37 | 12.1% | |
| 3 | 11 | 3.6% | |
| 7 | 3 | 1.0% | |
| 6 | 3 | 1.0% | |
| 5 | 3 | 1.0% | |
| 30 | 1 | 0.3% | |
| 11 | 1 | 0.3% | |
| 9 | 1 | 0.3% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 196 | 63.8% | |
| 1 | 50 | 16.3% | |
| 2 | 37 | 12.1% | |
| 3 | 11 | 3.6% | |
| 4 | 1 | 0.3% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 30 | 1 | 0.3% | |
| 11 | 1 | 0.3% | |
| 9 | 1 | 0.3% | |
| 7 | 3 | 1.0% | |
| 6 | 3 | 1.0% |
nnt_count
Numeric
| Distinct count | 7 |
|---|---|
| Unique (%) | 2.3% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 0.674267101 |
|---|---|
| Minimum | 0 |
| Maximum | 6 |
| Zeros (%) | 63.8% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 0 |
| Q3 | 1 |
| 95-th percentile | 3 |
| Maximum | 6 |
| Range | 6 |
| Interquartile range | 1 |
Descriptive statistics
| Standard deviation | 1.159539448 |
|---|---|
| Coef of variation | 1.719703433 |
| Kurtosis | 6.081981757 |
| Mean | 0.674267101 |
| MAD | 0.8609534319 |
| Skewness | 2.292728039 |
| Sum | 207 |
| Variance | 1.344531732 |
| Memory size | 2.5 KiB |
| Value | Count | Frequency (%) | |
| 0 | 196 | 63.8% | |
| 1 | 56 | 18.2% | |
| 2 | 35 | 11.4% | |
| 3 | 9 | 2.9% | |
| 4 | 5 | 1.6% | |
| 6 | 4 | 1.3% | |
| 5 | 2 | 0.7% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 196 | 63.8% | |
| 1 | 56 | 18.2% | |
| 2 | 35 | 11.4% | |
| 3 | 9 | 2.9% | |
| 4 | 5 | 1.6% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 6 | 4 | 1.3% | |
| 5 | 2 | 0.7% | |
| 4 | 5 | 1.6% | |
| 3 | 9 | 2.9% | |
| 2 | 35 | 11.4% |
nout_count
Categorical
| Distinct count | 3 |
|---|---|
| Unique (%) | 1.0% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| 0 | |
|---|---|
| 1 | 4 |
| 2 | 3 |
| Value | Count | Frequency (%) | |
| 0 | 300 | 97.7% | |
| 1 | 4 | 1.3% | |
| 2 | 3 | 1.0% |
| Max length | 1 |
|---|---|
| Mean length | 1 |
| Min length | 1 |
| Contains chars | False |
| Contains digits | True |
| Contains spaces | False |
| Contains non-words | False |
np_count
Constant
This variable is constant and should be ignored for analysis
| Constant value | 0 |
|---|
np_max
Constant
This variable is constant and should be ignored for analysis
| Constant value | 0 |
|---|
np_mean
Constant
This variable is constant and should be ignored for analysis
| Constant value | 0 |
|---|
np_median
Constant
This variable is constant and should be ignored for analysis
| Constant value | 0.0 |
|---|
np_min
Constant
This variable is constant and should be ignored for analysis
| Constant value | 0 |
|---|
npol_count
Categorical
| Distinct count | 3 |
|---|---|
| Unique (%) | 1.0% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| 0 | |
|---|---|
| 1 | 3 |
| 3 | 1 |
| Value | Count | Frequency (%) | |
| 0 | 303 | 98.7% | |
| 1 | 3 | 1.0% | |
| 3 | 1 | 0.3% |
| Max length | 1 |
|---|---|
| Mean length | 1 |
| Min length | 1 |
| Contains chars | False |
| Contains digits | True |
| Contains spaces | False |
| Contains non-words | False |
nr_count
Constant
This variable is constant and should be ignored for analysis
| Constant value | 0 |
|---|
nrq_count
Numeric
| Distinct count | 9 |
|---|---|
| Unique (%) | 2.9% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 0.7231270358 |
|---|---|
| Minimum | 0 |
| Maximum | 15 |
| Zeros (%) | 67.8% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 0 |
| Q3 | 1 |
| 95-th percentile | 4 |
| Maximum | 15 |
| Range | 15 |
| Interquartile range | 1 |
Descriptive statistics
| Standard deviation | 1.522667291 |
|---|---|
| Coef of variation | 2.105670533 |
| Kurtosis | 27.32218264 |
| Mean | 0.7231270358 |
| MAD | 0.9798724655 |
| Skewness | 4.098617813 |
| Sum | 222 |
| Variance | 2.31851568 |
| Memory size | 2.5 KiB |
| Value | Count | Frequency (%) | |
| 0 | 208 | 67.8% | |
| 1 | 48 | 15.6% | |
| 2 | 21 | 6.8% | |
| 3 | 13 | 4.2% | |
| 5 | 8 | 2.6% | |
| 4 | 6 | 2.0% | |
| 8 | 1 | 0.3% | |
| 6 | 1 | 0.3% | |
| 15 | 1 | 0.3% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 208 | 67.8% | |
| 1 | 48 | 15.6% | |
| 2 | 21 | 6.8% | |
| 3 | 13 | 4.2% | |
| 4 | 6 | 2.0% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 15 | 1 | 0.3% | |
| 8 | 1 | 0.3% | |
| 6 | 1 | 0.3% | |
| 5 | 8 | 2.6% | |
| 4 | 6 | 2.0% |
nrt_count
Constant
This variable is constant and should be ignored for analysis
| Constant value | 0 |
|---|
nscm_count
Boolean
| Distinct count | 2 |
|---|---|
| Unique (%) | 0.7% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| 0 | |
|---|---|
| 1 | 1 |
| Value | Count | Frequency (%) | |
| 0 | 306 | 99.7% | |
| 1 | 1 | 0.3% |
nsh_count
Numeric
| Distinct count | 10 |
|---|---|
| Unique (%) | 3.3% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 0.5537459283 |
|---|---|
| Minimum | 0 |
| Maximum | 23 |
| Zeros (%) | 88.9% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 0 |
| Q3 | 0 |
| 95-th percentile | 5.4 |
| Maximum | 23 |
| Range | 23 |
| Interquartile range | 0 |
Descriptive statistics
| Standard deviation | 2.054695875 |
|---|---|
| Coef of variation | 3.710539021 |
| Kurtosis | 50.44108037 |
| Mean | 0.5537459283 |
| MAD | 0.9848380354 |
| Skewness | 5.983777158 |
| Sum | 170 |
| Variance | 4.221775138 |
| Memory size | 2.5 KiB |
| Value | Count | Frequency (%) | |
| 0 | 273 | 88.9% | |
| 6 | 10 | 3.3% | |
| 2 | 6 | 2.0% | |
| 4 | 5 | 1.6% | |
| 1 | 4 | 1.3% | |
| 3 | 3 | 1.0% | |
| 10 | 2 | 0.7% | |
| 7 | 2 | 0.7% | |
| 23 | 1 | 0.3% | |
| 8 | 1 | 0.3% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 273 | 88.9% | |
| 1 | 4 | 1.3% | |
| 2 | 6 | 2.0% | |
| 3 | 3 | 1.0% | |
| 4 | 5 | 1.6% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 23 | 1 | 0.3% | |
| 10 | 2 | 0.7% | |
| 8 | 1 | 0.3% | |
| 7 | 2 | 0.7% | |
| 6 | 10 | 3.3% |
ntkn_count
Highly correlated
This variable is highly correlated with nkeys_count and should be ignored for analysis
| Correlation | 0.9491002468 |
|---|
nw_count
Numeric
| Distinct count | 6 |
|---|---|
| Unique (%) | 2.0% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 0.1042345277 |
|---|---|
| Minimum | 0 |
| Maximum | 5 |
| Zeros (%) | 94.8% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 0 |
| Q3 | 0 |
| 95-th percentile | 0.7 |
| Maximum | 5 |
| Range | 5 |
| Interquartile range | 0 |
Descriptive statistics
| Standard deviation | 0.5134291199 |
|---|---|
| Coef of variation | 4.925710619 |
| Kurtosis | 43.46484481 |
| Mean | 0.1042345277 |
| MAD | 0.1976042186 |
| Skewness | 6.134985966 |
| Sum | 32 |
| Variance | 0.2636094612 |
| Memory size | 2.5 KiB |
| Value | Count | Frequency (%) | |
| 0 | 291 | 94.8% | |
| 2 | 7 | 2.3% | |
| 1 | 6 | 2.0% | |
| 5 | 1 | 0.3% | |
| 4 | 1 | 0.3% | |
| 3 | 1 | 0.3% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 291 | 94.8% | |
| 1 | 6 | 2.0% | |
| 2 | 7 | 2.3% | |
| 3 | 1 | 0.3% | |
| 4 | 1 | 0.3% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 5 | 1 | 0.3% | |
| 4 | 1 | 0.3% | |
| 3 | 1 | 0.3% | |
| 2 | 7 | 2.3% | |
| 1 | 6 | 2.0% |
tdb_check
Boolean
| Distinct count | 2 |
|---|---|
| Unique (%) | 0.7% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| True | |
|---|---|
| False |
| Value | Count | Frequency (%) | |
| True | 247 | 80.5% | |
| False | 60 | 19.5% |
tob_check
Boolean
| Distinct count | 2 |
|---|---|
| Unique (%) | 0.7% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| False | |
|---|---|
| True | 19 |
| Value | Count | Frequency (%) | |
| False | 288 | 93.8% | |
| True | 19 | 6.2% |
ttb_check
Boolean
| Distinct count | 2 |
|---|---|
| Unique (%) | 0.7% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| False | |
|---|---|
| True |
| Value | Count | Frequency (%) | |
| False | 196 | 63.8% | |
| True | 111 | 36.2% |
First rows
| bloc_count | cdat_count | cdct_count | cddt_count | cdgt_count | cdit_count | cdnt_count | cdpt_count | cdrt_count | cloc_count | cluster_prediction | df_index | dpt_count | etp_count | loc_count | na_count | nc_count | nc_max | nc_mean | nc_median | nc_min | nco_count | ncys_count | nf_count | ngc_count | ngp_count | ngro_count | ni_count | nif_count | ninp_count | ninpc_count | nkeys_count | nn_count | nnt_count | nout_count | np_count | np_max | np_mean | np_median | np_min | npol_count | nr_count | nrq_count | nrt_count | nscm_count | nsh_count | ntkn_count | nw_count | tdb_check | tob_check | ttb_check | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | C:\Users\s145559\OneDrive - TU Eindhoven\School\JADS\Jaar 2\Thesis\RADON PROJECT\Data\\1. Total Examples\01-simple-Run.yml | 4 | 3.62 | 14 | 0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0 | 0 | 0 | 0 | 0 | 0 | 0.0 | 0 | 0 | 0.0 | 11 | 0 | 0 | 0 | 0 | 0 | 0 | 0.0 | 0 | 0 | 0 | 0.0 | 0 | 0 | 0 | 17 | 0 | False | False | False |
| 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | C:\Users\s145559\OneDrive - TU Eindhoven\School\JADS\Jaar 2\Thesis\RADON PROJECT\Data\\1. Total Examples\01-simple.yml | 4 | 3.62 | 22 | 0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0 | 0 | 0 | 0 | 0 | 0 | 0.0 | 0 | 0 | 0.0 | 19 | 0 | 0 | 0 | 0 | 0 | 0 | 0.0 | 0 | 0 | 0 | 0.0 | 0 | 0 | 0 | 30 | 0 | False | False | False |
| 2 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | C:\Users\s145559\OneDrive - TU Eindhoven\School\JADS\Jaar 2\Thesis\RADON PROJECT\Data\\1. Total Examples\02-simple2nodes.yml | 4 | 3.87 | 38 | 0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0 | 0 | 0 | 0 | 0 | 0 | 0.0 | 0 | 0 | 0.0 | 33 | 0 | 0 | 0 | 0 | 0 | 0 | 0.0 | 0 | 0 | 0 | 0.0 | 0 | 0 | 0 | 54 | 0 | False | False | False |
| 3 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | C:\Users\s145559\OneDrive - TU Eindhoven\School\JADS\Jaar 2\Thesis\RADON PROJECT\Data\\1. Total Examples\03-simple2nodesLinked.yml | 4 | 3.87 | 42 | 0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0 | 0 | 0 | 0 | 0 | 0 | 0.0 | 0 | 0 | 0.0 | 35 | 0 | 0 | 0 | 0 | 0 | 0 | 0.0 | 0 | 0 | 0 | 0.0 | 0 | 0 | 0 | 58 | 0 | False | False | False |
| 4 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | C:\Users\s145559\OneDrive - TU Eindhoven\School\JADS\Jaar 2\Thesis\RADON PROJECT\Data\\1. Total Examples\04-1nodeCreate.yml | 4 | 3.96 | 44 | 0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0 | 0 | 0 | 0 | 0 | 0 | 0.0 | 0 | 0 | 0.0 | 37 | 0 | 0 | 0 | 0 | 0 | 0 | 0.0 | 0 | 0 | 0 | 0.0 | 0 | 0 | 0 | 62 | 0 | False | False | False |
| 5 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | C:\Users\s145559\OneDrive - TU Eindhoven\School\JADS\Jaar 2\Thesis\RADON PROJECT\Data\\1. Total Examples\05-1nodeAllStateNoOperation.yml | 4 | 3.99 | 42 | 0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0 | 0 | 0 | 0 | 0 | 0 | 0.0 | 0 | 0 | 0.0 | 35 | 0 | 0 | 0 | 0 | 0 | 0 | 0.0 | 0 | 0 | 0 | 0.0 | 0 | 0 | 0 | 58 | 0 | False | False | False |
| 6 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | C:\Users\s145559\OneDrive - TU Eindhoven\School\JADS\Jaar 2\Thesis\RADON PROJECT\Data\\1. Total Examples\06-1nodeAllStateAllOperations.yml | 4 | 4.37 | 108 | 0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0 | 0 | 0 | 0 | 0 | 0 | 0.0 | 0 | 0 | 0.0 | 89 | 0 | 0 | 0 | 0 | 0 | 0 | 0.0 | 0 | 0 | 0 | 0.0 | 0 | 0 | 0 | 154 | 0 | False | False | False |
| 7 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | C:\Users\s145559\OneDrive - TU Eindhoven\School\JADS\Jaar 2\Thesis\RADON PROJECT\Data\\1. Total Examples\07-2nodesLinkedWithDifferentImplem.yml | 4 | 5.02 | 266 | 0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0 | 0 | 0 | 0 | 0 | 0 | 0.0 | 0 | 0 | 0.0 | 218 | 0 | 0 | 0 | 0 | 0 | 0 | 0.0 | 0 | 0 | 0 | 0.0 | 0 | 0 | 0 | 394 | 0 | False | False | False |
| 8 | 4 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 1 | C:\Users\s145559\OneDrive - TU Eindhoven\School\JADS\Jaar 2\Thesis\RADON PROJECT\Data\\1. Total Examples\a.yml | 5 | 5.31 | 15 | 0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0 | 0 | 0 | 2 | 0 | 0 | 1.0 | 0 | 0 | 0.0 | 14 | 0 | 0 | 0 | 0 | 0 | 0 | 0.0 | 0 | 0 | 0 | 0.0 | 0 | 0 | 0 | 41 | 0 | True | False | False |
| 9 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | C:\Users\s145559\OneDrive - TU Eindhoven\School\JADS\Jaar 2\Thesis\RADON PROJECT\Data\\1. Total Examples\actual (2).yaml | 5 | 4.18 | 26 | 0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0 | 0 | 0 | 0 | 0 | 0 | 0.0 | 0 | 0 | 0.0 | 26 | 0 | 0 | 0 | 0 | 0 | 0 | 0.0 | 0 | 0 | 0 | 0.0 | 0 | 0 | 0 | 43 | 0 | False | False | False |
Last rows
| bloc_count | cdat_count | cdct_count | cddt_count | cdgt_count | cdit_count | cdnt_count | cdpt_count | cdrt_count | cloc_count | cluster_prediction | df_index | dpt_count | etp_count | loc_count | na_count | nc_count | nc_max | nc_mean | nc_median | nc_min | nco_count | ncys_count | nf_count | ngc_count | ngp_count | ngro_count | ni_count | nif_count | ninp_count | ninpc_count | nkeys_count | nn_count | nnt_count | nout_count | np_count | np_max | np_mean | np_median | np_min | npol_count | nr_count | nrq_count | nrt_count | nscm_count | nsh_count | ntkn_count | nw_count | tdb_check | tob_check | ttb_check | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 297 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | C:\Users\s145559\OneDrive - TU Eindhoven\School\JADS\Jaar 2\Thesis\RADON PROJECT\Data\\1. Total Examples\validfile.yaml | 2 | 1.84 | 5 | 0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0 | 0 | 0 | 0 | 0 | 0 | 0.0 | 0 | 0 | 0.0 | 5 | 0 | 0 | 0 | 0 | 0 | 0 | 0.0 | 0 | 0 | 0 | 0.0 | 0 | 0 | 0 | 9 | 0 | False | False | False |
| 298 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 2 | C:\Users\s145559\OneDrive - TU Eindhoven\School\JADS\Jaar 2\Thesis\RADON PROJECT\Data\\1. Total Examples\variables_app_missing_var.yml | 3 | 2.00 | 3 | 0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0 | 0 | 0 | 0 | 0 | 0 | 0.0 | 0 | 0 | 0.0 | 3 | 0 | 0 | 0 | 0 | 0 | 0 | 0.0 | 0 | 0 | 0 | 0.0 | 0 | 0 | 0 | 4 | 0 | False | False | False |
| 299 | 14 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 8 | 1 | C:\Users\s145559\OneDrive - TU Eindhoven\School\JADS\Jaar 2\Thesis\RADON PROJECT\Data\\1. Total Examples\variables_app_test.yml | 3 | 5.44 | 42 | 0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0 | 0 | 0 | 0 | 0 | 0 | 0.0 | 0 | 0 | 0.0 | 33 | 0 | 0 | 0 | 0 | 0 | 0 | 0.0 | 0 | 0 | 0 | 0.0 | 0 | 0 | 0 | 93 | 0 | False | False | False |
| 300 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | C:\Users\s145559\OneDrive - TU Eindhoven\School\JADS\Jaar 2\Thesis\RADON PROJECT\Data\\1. Total Examples\variables_env_test.yml | 1 | 3.32 | 3 | 0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0 | 0 | 0 | 0 | 0 | 0 | 0.0 | 0 | 0 | 0.0 | 3 | 0 | 0 | 0 | 0 | 0 | 0 | 0.0 | 0 | 0 | 0 | 0.0 | 0 | 0 | 0 | 10 | 0 | False | False | False |
| 301 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | C:\Users\s145559\OneDrive - TU Eindhoven\School\JADS\Jaar 2\Thesis\RADON PROJECT\Data\\1. Total Examples\variables_env_type_test.yml | 1 | 3.58 | 3 | 0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0 | 0 | 0 | 0 | 0 | 0 | 0.0 | 0 | 0 | 0.0 | 3 | 0 | 0 | 0 | 0 | 0 | 0 | 0.0 | 0 | 0 | 0 | 0.0 | 0 | 0 | 0 | 12 | 0 | False | False | False |
| 302 | 4 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 3 | 0 | C:\Users\s145559\OneDrive - TU Eindhoven\School\JADS\Jaar 2\Thesis\RADON PROJECT\Data\\1. Total Examples\vcloud-blueprint-for-integration-tests.yaml | 4 | 3.46 | 8 | 0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0 | 0 | 0 | 0 | 1 | 0 | 1.0 | 0 | 0 | 0.0 | 7 | 0 | 0 | 0 | 0 | 0 | 0 | 0.0 | 0 | 0 | 0 | 0.0 | 0 | 0 | 0 | 11 | 0 | True | False | False |
| 303 | 3 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 3 | 0 | C:\Users\s145559\OneDrive - TU Eindhoven\School\JADS\Jaar 2\Thesis\RADON PROJECT\Data\\1. Total Examples\vcloud-invalid-blueprint-for-tests.yaml | 3 | 3.32 | 8 | 0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0 | 0 | 0 | 0 | 0 | 0 | 3.0 | 0 | 0 | 0.0 | 5 | 0 | 0 | 0 | 0 | 0 | 0 | 0.0 | 0 | 0 | 0 | 0.0 | 0 | 0 | 0 | 10 | 0 | True | False | False |
| 304 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 2 | C:\Users\s145559\OneDrive - TU Eindhoven\School\JADS\Jaar 2\Thesis\RADON PROJECT\Data\\1. Total Examples\version.yml | 1 | 1.00 | 1 | 0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0 | 0 | 0 | 0 | 0 | 0 | 0.0 | 0 | 0 | 0.0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0.0 | 0 | 0 | 0 | 0.0 | 0 | 0 | 0 | 2 | 0 | False | False | False |
| 305 | 4 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | C:\Users\s145559\OneDrive - TU Eindhoven\School\JADS\Jaar 2\Thesis\RADON PROJECT\Data\\1. Total Examples\wordpress.yaml | 8 | 6.55 | 158 | 0 | 12.0 | 4.0 | 2.0 | 1.5 | 0.0 | 1 | 0 | 0 | 18 | 56 | 0 | 5.0 | 0 | 2 | 0.5 | 156 | 6 | 5 | 1 | 0 | 0 | 0 | 0.0 | 0 | 0 | 0 | 4.0 | 0 | 0 | 0 | 286 | 0 | True | False | True |
| 306 | 13 | 0 | 0 | 0 | 0 | 1 | 1 | 0 | 0 | 11 | 0 | C:\Users\s145559\OneDrive - TU Eindhoven\School\JADS\Jaar 2\Thesis\RADON PROJECT\Data\\1. Total Examples\workflows.yaml | 7 | 4.86 | 50 | 0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0 | 0 | 0 | 0 | 0 | 0 | 0.0 | 1 | 0 | 0.0 | 45 | 3 | 3 | 0 | 0 | 0 | 0 | 0.0 | 0 | 0 | 0 | 0.0 | 0 | 1 | 0 | 65 | 1 | True | True | True |